LPSNet: End-to-End Human Pose and Shape Estimation with Lensless Imaging
Haoyang Ge, Qiao Feng, Hailong Jia, Xiongzheng Li, Xiangjun Yin, You Zhou, Jingyu Yang, Kun Li
2024Year
Abstract
Figure 1 . LPSNet: End-to-End Human Pose and Shape Estimation with Lensless Imaging. We contribute a framework for estimating human poses and shapes from individual lensless measurements. The first row shows the input measurements acquired by our lensless imaging system, the second row shows the estimated human poses and shapes from lensless measurements, and the bottom row shows the 3D results shown in different views.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Your agent calls
Luneget_paper_fulltext
Free to start. No credit card required.
Terminal
Install the CLIlune papers fulltext 94b3b82f-89ab-458e-9f66-178a6aa14ea4Builds on9
- Learning to Reconstruct 3D Human Pose and Shape via Model-Fitting in the LoopNikos Kolotouros, Georgios Pavlakos, Michael J. Black, Kostas DaniilidisICCV 2019 · 1,139 citations
- PARE: Part Attention Regressor for 3D Human Body EstimationMuhammed Kocabas, Chun-Hao P. Huang, Otmar Hilliges, Michael J. BlackICCV 2021 · 509 citations
- Mesh GraphormerKevin Lin, Lijuan Wang, Zicheng LiuICCV 2021 · 399 citations
- HuMoR: 3D Human Motion Model for Robust Pose EstimationDavis Rempe, Tolga Birdal, Aaron Hertzmann, Jimei Yang et al.ICCV 2021 · 398 citations
- Humans in 4D: Reconstructing and Tracking Humans with TransformersShubham Goel, Georgios Pavlakos, Jathushan Rajasegaran, Angjoo Kanazawa et al.ICCV 2023 · 390 citations
Related papers
- Optical Non-Line-of-Sight Physics-Based 3D Human Pose EstimationMariko Isogawa, Ye Yuan, Matthew O'Toole, Kris M. KitaniCVPR 2020
- A Simple Framework for 3D Lensless Imaging with Programmable MasksYucheng Zheng, Yi Hua, Aswin C. Sankaranarayanan, M. Salman AsifICCV 2021 · 14 citations
- Weakly-Supervised 3D Human Pose Learning via Multi-View Images in the WildUmar Iqbal, Pavlo Molchanov, Jan KautzCVPR 2020
- SPEC: Seeing People in the Wild with an Estimated CameraMuhammed Kocabas, Chun-Hao P. Huang, Joachim Tesch, Lea Müller et al.ICCV 2021 · 181 citations
- LoopReg: Self-supervised Learning of Implicit Surface Correspondences, Pose and Shape for 3D Human Mesh RegistrationBharat Lal Bhatnagar, Cristian Sminchisescu, Christian Theobalt, Gerard Pons-MollNeurIPS 2020 · 159 citations
